Claims workflow mapping
Locate where AI, automation, external providers and human judgment enter the claims lifecycle.
Evidence-led · Remote-first · Jurisdiction-neutral core
AI governance for insurers
When AI touches a claim, a fraud signal, a reserve recommendation, a document workflow or an external legal network, the control question is whether the insurer can later explain what happened from evidence rather than memory.
Control model
What Tracewarden tests
The assessment is scoped to evidence, governance and operational control. It does not convert a jurisdiction-neutral review into an unsupported claim of local legal compliance.
Decision traceability
Test whether material recommendations and actions can be reconstructed from inputs, outputs, versions, exceptions and human decisions.
Human intervention
Check when staff can challenge, stop or override automated outputs and whether that intervention is recorded.
Vendor governance
Assess third-party dependencies, change control, data handling, evidence availability and operational exit risk.
Agentic controls
Review permissions and action boundaries when AI agents can call tools, access repositories or alter workflow state.
External legal network
Examine how AI use by outside counsel can be governed and evidenced without assuming that a contractual clause alone creates control.
Evidence before assertion
The practical test is reconstructibility.
A control is stronger when the organisation can show what happened from records: the relevant system, source material, AI-assisted output, human intervention, exception path and final accountable action. Tracewarden separates fact, inference, limitation and remediation so findings remain tied to the evidence actually reviewed.
Published researchTraceability, human validation and defensible AI use in legal work.Review publication →
Founder accountabilityNamed professional responsibility rather than anonymous assurance language.Founder profile →
Observed failuresDocumented cases translated into governance lessons.Open Observatory →
Assessment boundaryLocal-law conclusions are escalated instead of guessed.Review boundary →
Related assessment paths
Continue through the evidence chain
Next step
Start with one material workflow, not a generic AI inventory.
Tracewarden can scope a focused assessment around a decision path, control question or vendor dependency and define the evidence needed before the review begins.